General Electric just made a big bet on Saudi Arabia's attempt to end its oil addiction.

The big GE(GE) move will create more than 2,000 new jobs in Saudi Arabia, doubling the company's workforce in the OPEC country.

"We will create quality jobs for Saudi youth," GE CEO Jeff Immelt said in a statement released during his visit to Saudi Arabia to tout the new investments.

Saudi Arabia desperately needs those jobs. The Middle East country is grappling with youth unemployment of 29%, according to International Labor Organization stats. Those numbers could rise as cheap oil forces Saudi Arabia to make painful budget cuts, including slashing spending on key construction projects.

Saudi Binladin Group, a big construction company founded by the father of late al Qaeda leader Osama bin Laden, has fired at least 50,000 mostly foreign workers alone. Some of those workers protested the layoffs earlier this month by setting buses on fire.

The trend is clearly worrying the House of Saud. Last month the Saudi deputy crown prince Mohammed bin Salman announced a strategy to end what he called the kingdom's "dangerous" addiction to oil. The Vision 2030 plan calls for ramping up non-oil revenue and turning the Public Investment Fund into a $1.9 trillion public fund to invest at home and abroad.

GE, which has 80 years of experience working in Saudi Arabia, said it's committed to helping the kingdom transform its economy by diversifying and creating quality jobs and training.

"Our roots are deep, and today with our partners, we are growing in a new and visionary way," Immelt said.

The centerpiece of the GE investment is creating a $400 million forging and casting factory that will be the "first of its kind" in the Middle East and North Africa. The plant will supply materials for the marine and energy industries, creating 2,000 new local jobs when it opens in 2020.

GE is also building a maintenance facility for military aviation engines, digitizing 10 factories with state-of-the-art manufacturing software and creating an LED lighting factory by late 2016.

GE is also aiming to double its Saudi supplier base to 300 companies, train more than 10,000 Saudi professionals and export over $100 million from the kingdom. Saudi companies in GE's current supply chain are primarily focused on oil, gas and power sector manufacturing.

GE's growing international footprint has become a sore spot during the U.S. election season. In April, Bernie Sanders blasted GE as a greedy company that is "destroying the moral fabric" of America by shopping jobs to Mexico and shutting down U.S. factories.

A CNNMoney analysis shows how GE, like other multinational companies, has shrunk its U.S. footprint. Just 38% of GE's workforce was in the U.S. last year, compared with 68% in 1995, SEC filings show.